Description Usage Format Source References See Also Examples
This is an artificial data set used for the illustration of the current R-package. There are 4 columns, 268 rows in this data set.
1 | data("Simulated_data")
|
A data frame with 268 observations on the following 4 columns with.
FamID
a factor with levels Child
, Parent
and Sibling
Y
a factor with levels No
and Yes
delta
a numeric vector
p0G
a numeric vector, probability distribution value.
This is a simulated data set based on the real data analysis results in Wang et al. (2015).
Wang, Y., Liang, B., Tong, X., Marder, K., Bressman, S., Orr-Urtreger, A., Giladi, N. & Zeng, D. (2015). Efficient estimation of nonparametric genetic risk function with censored data. Biometrika, 102(3), 515-532.
Marder, K., Wang, Y., Alcalay, R. N., Mejia-Santana, H., Tang, M. X., Lee, A., ... & Miravite, J. (2015). Age-specific penetrance of LRRK2 G2019S in the Michael J. Fox Ashkenazi Jewish LRRK2 Consortium. Neurology, 85(1), 89–95.
Qin, J., Garcia, T., Ma, Y., Tang, M., Marder, K. & Wang, Y. (2014). Combining isotonic regression and EM algorithm to predict genetic risk under monotonicity constraint. The Annals of Applied Statistics 8(2), 1182-1208.
Sieve_NPMLE_Switch()
, Sieve_NPMLE_Bootstrap()
, EM_PAVA_Func()
.
1 | data("Simulated_data")
|
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